-
1
-
-
84959241040
-
An improved deep learning architecture for person re-identification
-
IEEE
-
Ahmed, E.; Jones, M.; and Marks, T. K. 2015. An improved deep learning architecture for person re-identification. In CVPR. IEEE.
-
(2015)
CVPR
-
-
Ahmed, E.1
Jones, M.2
Marks, T.K.3
-
3
-
-
84871385552
-
Deep nonlinear metric learning with independent subspace analysis for face verification
-
Cai, X.;Wang, C.; Xiao, B.; Chen, X.; and Zhou, J. 2010. Deep nonlinear metric learning with independent subspace analysis for face verification. In ACM MM, 749-752.
-
(2010)
ACM MM
, pp. 749-752
-
-
Cai, X.1
Wang, C.2
Xiao, B.3
Chen, X.4
Zhou, J.5
-
4
-
-
77951165246
-
Large scale online learning of image similarity through ranking
-
Chechik, G.; Sharma, V.; Shalit, U.; and Bengio, S. 2012. Large scale online learning of image similarity through ranking. JMLR 11:1109-1135.
-
(2012)
JMLR
, vol.11
, pp. 1109-1135
-
-
Chechik, G.1
Sharma, V.2
Shalit, U.3
Bengio, S.4
-
5
-
-
24644436425
-
Learning a similarity metric discriminatively, with application to face verification
-
Chopra, S.; Hadsell, R.; and LeCun, Y. 2005. Learning a similarity metric discriminatively, with application to face verification. In CVPR, 539-546.
-
(2005)
CVPR
, pp. 539-546
-
-
Chopra, S.1
Hadsell, R.2
LeCun, Y.3
-
6
-
-
84931572590
-
Deep feature learning with relative distance comparison for person reidentification
-
Ding, S.; Lin, L.; Wang, G.; and Chao, H. 2015. Deep feature learning with relative distance comparison for person reidentification. Pattern Recognition.
-
(2015)
Pattern Recognition
-
-
Ding, S.1
Lin, L.2
Wang, G.3
Chao, H.4
-
7
-
-
84864030708
-
Metric learning by collapsing classes
-
Globerson, A., and Roweis, S. T. 2005. Metric learning by collapsing classes. In NIPS, 451-458.
-
(2005)
NIPS
, pp. 451-458
-
-
Globerson, A.1
Roweis, S.T.2
-
8
-
-
78650910107
-
Evaluating appearance models for recognition, reacquisition, and tracking
-
Citeseer
-
Gray, D.; Brennan, S.; and Tao, H. 2007. Evaluating appearance models for recognition, reacquisition, and tracking. In PETS. Citeseer.
-
(2007)
PETS
-
-
Gray, D.1
Brennan, S.2
Tao, H.3
-
9
-
-
77953178820
-
Is that you? Metric learning approaches for face identification
-
Guillaumin, M.; Verbeek, J.; and Schmid, C. 2009. Is that you? metric learning approaches for face identification. In ICCV, 498-505.
-
(2009)
ICCV
, pp. 498-505
-
-
Guillaumin, M.1
Verbeek, J.2
Schmid, C.3
-
10
-
-
84867867416
-
Relaxed pairwise learned metric for person re-identification
-
Hirzer, M.; Roth, P. M.; Köstinger, M.; and Bischof, H. 2012. Relaxed Pairwise Learned Metric for Person Re-identification. In ECCV, 780-793.
-
(2012)
ECCV
, pp. 780-793
-
-
Hirzer, M.1
Roth, P.M.2
Köstinger, M.3
Bischof, H.4
-
11
-
-
84911459575
-
Discriminative deep metric learning for face verification in the wild
-
Hu, J.; Lu, J.; and Tan, Y.-P. 2014. Discriminative deep metric learning for face verification in the wild. In CVPR.
-
(2014)
CVPR
-
-
Hu, J.1
Lu, J.2
Tan, Y.-P.3
-
12
-
-
84866667088
-
Large scale metric learning from equivalence constraints
-
IEEE
-
Kostinger, M.; Hirzer, M.; Wohlhart, P.; Roth, P. M.; and Bischof, H. 2012. Large scale metric learning from equivalence constraints. In CVPR, 2288-2295. IEEE.
-
(2012)
CVPR
, pp. 2288-2295
-
-
Kostinger, M.1
Hirzer, M.2
Wohlhart, P.3
Roth, P.M.4
Bischof, H.5
-
13
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
Pereira, F. Burges, C. Bottou, L. and Weinberger, K. eds
-
Krizhevsky, A.; Sutskever, I.; and Hinton, G. E. 2012a. Imagenet classification with deep convolutional neural networks. In Pereira, F.; Burges, C.; Bottou, L.; and Weinberger, K., eds., NIPS. 1097-1105.
-
(2012)
NIPS
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
14
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
Krizhevsky, A.; Sutskever, I.; and Hinton, G. E. 2012b. Imagenet classification with deep convolutional neural networks. In NIPS, 1097-1105.
-
(2012)
NIPS
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
15
-
-
85007258978
-
Backpropagation applied to handwritten zip code recognition
-
LeCun, Y.; Boser, B.; Denker, J.; Henderson, D.; Howard, R.; Hubbard, W.; and Jackel, L. 1989. Backpropagation applied to handwritten zip code recognition. Neural Computation 1:541- 551.
-
(1989)
Neural Computation
, vol.1
, pp. 541-551
-
-
LeCun, Y.1
Boser, B.2
Denker, J.3
Henderson, D.4
Howard, R.5
Hubbard, W.6
Jackel, L.7
-
16
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
LeCun, Y.; Bottou, L.; Bengio, Y.; and Haffner, P. 1998. Gradient-based learning applied to document recognition. Proceedings of the IEEE 86(11):2278-2324.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
LeCun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
17
-
-
84911383794
-
Deepreid: Deep filter pairing neural network for person re-identification
-
IEEE
-
Li, W.; Zhao, R.; Xiao, T.; and Wang, X. 2014. Deepreid: Deep filter pairing neural network for person re-identification. In CVPR, 152-159. IEEE.
-
(2014)
CVPR
, pp. 152-159
-
-
Li, W.1
Zhao, R.2
Xiao, T.3
Wang, X.4
-
18
-
-
84875891971
-
Human reidentification with transferred metric learning
-
Li, W.; Zhao, R.; and Wang, X. 2012. Human reidentification with transferred metric learning. In ACCV, 31-44.
-
(2012)
ACCV
, pp. 31-44
-
-
Li, W.1
Zhao, R.2
Wang, X.3
-
19
-
-
84955305813
-
Person reidentification by local maximal occurrence representation and metric learning
-
IEEE
-
Liao, S.; Hu, Y.; Zhu, X.; and Li, S. Z. 2015. Person reidentification by local maximal occurrence representation and metric learning. In CVPR. IEEE.
-
(2015)
CVPR
-
-
Liao, S.1
Hu, Y.2
Zhu, X.3
Li, S.Z.4
-
20
-
-
84867698801
-
Person reidentification: What features are important?
-
Springer
-
Liu, C.; Gong, S.; Loy, C. C.; and Lin, X. 2012. Person reidentification: What features are important? In ECCV, 391- 401. Springer.
-
(2012)
ECCV
, pp. 391-401
-
-
Liu, C.1
Gong, S.2
Loy, C.C.3
Lin, X.4
-
21
-
-
77956528213
-
Metric learning to rank
-
McFee, B., and Lanckriet, G. R. 2010. Metric learning to rank. In ICML, 775-782.
-
(2010)
ICML
, pp. 775-782
-
-
McFee, B.1
Lanckriet, G.R.2
-
22
-
-
84866651553
-
Pcca: A new approach for distance learning from sparse pairwise constraints
-
IEEE
-
Mignon, A., and Jurie, F. 2012. Pcca: A new approach for distance learning from sparse pairwise constraints. In CVPR, 2666-2672. IEEE.
-
(2012)
CVPR
, pp. 2666-2672
-
-
Mignon, A.1
Jurie, F.2
-
23
-
-
77956498044
-
Deep supervised t-distributed embedding
-
Min, R.; van der Maaten, L.; Yuan, Z.; Bonner, A.; and Zhang, Z. 2010. Deep supervised t-distributed embedding. In ICML.
-
(2010)
ICML
-
-
Min, R.1
Van Der Maaten, L.2
Yuan, Z.3
Bonner, A.4
Zhang, Z.5
-
24
-
-
85162063341
-
Generative local metric learning for nearest neighbor classification
-
Lafferty, J. Williams, C. Shawe-Taylor, J. Zemel, R. and Culotta, A. eds
-
Noh, Y.-K.; Zhang, B.-T.; and Lee, D. 2010. Generative local metric learning for nearest neighbor classification. In Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; and Culotta, A., eds., NIPS. 1822-1830.
-
(2010)
NIPS
, pp. 1822-1830
-
-
Noh, Y.-K.1
Zhang, B.-T.2
Lee, D.3
-
25
-
-
84925305292
-
Recurrent convolutional neural networks for scene labeling
-
Pinheiro, P., and Collobert, R. 2014. Recurrent convolutional neural networks for scene labeling. In ICML, 82-90.
-
(2014)
ICML
, pp. 82-90
-
-
Pinheiro, P.1
Collobert, R.2
-
26
-
-
84860670539
-
Positive semidefinite metric learning using boosting-like algorithms
-
98888
-
Shen, C.; Kim, J.; Wang, L.; and Van Den Hengel, A. 2012. Positive semidefinite metric learning using boosting-like algorithms. JMLR 98888(1):1007-1036.
-
(2012)
JMLR
, Issue.1
, pp. 1007-1036
-
-
Shen, C.1
Kim, J.2
Wang, L.3
Van Den Hengel, A.4
-
27
-
-
84898989329
-
Deep neural networks for object detection
-
Burges, C. Bottou, L. Welling, M. Ghahramani, Z. and Weinberger, K. eds., Curran Associates, Inc
-
Szegedy, C.; Toshev, A.; and Erhan, D. 2013. Deep neural networks for object detection. In Burges, C.; Bottou, L.; Welling, M.; Ghahramani, Z.; and Weinberger, K., eds., NIPS. Curran Associates, Inc. 2553-2561.
-
(2013)
NIPS
, pp. 2553-2561
-
-
Szegedy, C.1
Toshev, A.2
Erhan, D.3
-
28
-
-
85162550129
-
Metric learning with multiple kernels
-
Shawe-Taylor, J. Zemel, R. Bartlett, P. Pereira, F. and Weinberger, K. eds
-
Wang, J.; Do, H. T.; Woznica, A.; and Kalousis, A. 2011. Metric learning with multiple kernels. In Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; and Weinberger, K., eds., NIPS. 1170-1178.
-
(2011)
NIPS
, pp. 1170-1178
-
-
Wang, J.1
Do, H.T.2
Woznica, A.3
Kalousis, A.4
-
29
-
-
84911376543
-
Learning fine-grained image similarity with deep ranking
-
Wang, J.; Leung, T.; Rosenberg, C.;Wang, J.; Philbin, J.; Chen, B.; Wu, Y.; et al. 2014. Learning fine-grained image similarity with deep ranking. In CVPR.
-
(2014)
CVPR
-
-
Wang, J.1
Leung, T.2
Rosenberg, C.3
Wang, J.4
Philbin, J.5
Chen, B.6
Wu, Y.7
-
30
-
-
84877749183
-
Parametric local metric learning for nearest neighbor classification
-
Pereira, F. Burges, C. Bottou, L. and Weinberger, K. eds
-
Wang, J.; Kalousis, A.; and Woznica, A. 2012. Parametric local metric learning for nearest neighbor classification. In Pereira, F.; Burges, C.; Bottou, L.; and Weinberger, K., eds., NIPS. 1601-1609.
-
(2012)
NIPS
, pp. 1601-1609
-
-
Wang, J.1
Kalousis, A.2
Woznica, A.3
-
31
-
-
33749257955
-
Distance metric learning for large margin nearest neighbor classification
-
Weinberger, K. Q.; Blitzer, J.; and Saul, L. K. 2005a. Distance metric learning for large margin nearest neighbor classification. In NIPS, 1473-1480.
-
(2005)
NIPS
, pp. 1473-1480
-
-
Weinberger, K.Q.1
Blitzer, J.2
Saul, L.K.3
-
32
-
-
61749090884
-
Distance metric learning for large margin nearest neighbor classification
-
Weinberger, K. Q.; Blitzer, J.; and Saul, L. K. 2005b. Distance Metric Learning for Large Margin Nearest Neighbor Classification. JMLR 10:207-244.
-
(2005)
JMLR
, vol.10
, pp. 207-244
-
-
Weinberger, K.Q.1
Blitzer, J.2
Saul, L.K.3
-
33
-
-
85133386144
-
Distance metric learning with application to clustering with sideinformation
-
Xing, E. P.; Jordan, M. I.; Russell, S.; and Ng, A. Y. 2002. Distance metric learning with application to clustering with sideinformation. In NIPS, 505-512.
-
(2002)
NIPS
, pp. 505-512
-
-
Xing, E.P.1
Jordan, M.I.2
Russell, S.3
Ng, A.Y.4
-
34
-
-
84866052108
-
Random forests for metric learning with implicit pairwise position dependence
-
ACM
-
Xiong, C.; Johnson, D.; Xu, R.; and Corso, J. J. 2012. Random forests for metric learning with implicit pairwise position dependence. In Proceedings of the 18th ACM SIGKDD, 958- 966. ACM.
-
(2012)
Proceedings of the 18th ACM SIGKDD
, pp. 958-966
-
-
Xiong, C.1
Johnson, D.2
Xu, R.3
Corso, J.J.4
-
35
-
-
84898777534
-
Human reidentification by matching compositional template with cluster sampling
-
IEEE
-
Xu, Y.; Lin, L.; Zheng, W.-S.; and Liu, X. 2013. Human reidentification by matching compositional template with cluster sampling. In ICCV, 3152-3159. IEEE.
-
(2013)
ICCV
, pp. 3152-3159
-
-
Xu, Y.1
Lin, L.2
Zheng, W.-S.3
Liu, X.4
-
36
-
-
34547975198
-
An efficient algorithm for local distance metric learning
-
Yang, L.; Jin, R.; Sukthankar, R.; and Liu, Y. 2006. An efficient algorithm for local distance metric learning. In AAAI, volume 2.
-
(2006)
AAAI
, vol.2
-
-
Yang, L.1
Jin, R.2
Sukthankar, R.3
Liu, Y.4
-
37
-
-
84863632577
-
Multiview metric learning with global consistency and local smoothness
-
Zhai, D.; Chang, H.; Shan, S.; Chen, X.; and Gao, W. 2012. Multiview metric learning with global consistency and local smoothness. TIST 3:53:1-22.
-
(2012)
TIST
, vol.3
, Issue.53
, pp. 1-22
-
-
Zhai, D.1
Chang, H.2
Shan, S.3
Chen, X.4
Gao, W.5
-
38
-
-
84986299036
-
Bit-scalable deep hashing with regularized similarity learning for image retrieval
-
Zhang, R.; Lin, L.; Zhang, R.; Zuo, W.; and Zhang, L. 2015. Bit-scalable deep hashing with regularized similarity learning for image retrieval. TIP.
-
(2015)
TIP
-
-
Zhang, R.1
Lin, L.2
Zhang, R.3
Zuo, W.4
Zhang, L.5
-
39
-
-
84887375390
-
Unsupervised salience learning for person re-identification
-
IEEE
-
Zhao, R.; Ouyang, W.; and Wang, X. 2013. Unsupervised salience learning for person re-identification. In CVPR, 3586- 3593. IEEE.
-
(2013)
CVPR
, pp. 3586-3593
-
-
Zhao, R.1
Ouyang, W.2
Wang, X.3
-
40
-
-
84898884333
-
Associating groups of people
-
IEEE
-
Zheng, W.; Gong, S.; and Xiang, T. 2013. Associating groups of people. In BMVC. IEEE.
-
(2013)
BMVC
-
-
Zheng, W.1
Gong, S.2
Xiang, T.3
|